Neural network for solving Nash equilibrium problem in application of multiuser power control
文献类型：期刊论文
| 作者 | He, Xing 1; Yu, Junzhi 2; Huang, Tingwen 3; Li, Chuandong 1; Li, Chaojie 4 |
| 刊名 | NEURAL NETWORKS
 |
| 出版日期 | 2014-09-01 |
| 卷号 | 57页码:73-78 |
| 关键词 | Neural network Multiuser power control Nash game Global convergence |
| 通讯作者 | He, Xing |
| 英文摘要 | In this paper, based on an equivalent mixed linear complementarity problem, we propose a neural network to solve multiuser power controloptimization problems (MPCOP), which is modeled as the noncooperative Nash game in modern digital subscriber line (DSL). If the channel crosstalk coefficients matrix is positive semidefinite, it is shown that the proposed neural network is stable in the sense of Lyapunov and global convergence to a Nash equilibrium, and the Nash equilibrium is unique if the channel crosstalk coefficients matrix is positive definite. Finally, simulation results on two numerical examples show the effectiveness and performance of the proposed neural network. |
| WOS标题词 | Science & Technology ; Technology ; Life Sciences & Biomedicine |
| 类目[WOS] | Computer Science, Artificial Intelligence ; Neurosciences |
| 研究领域[WOS] | Computer Science ; Neurosciences & Neurology |
| 关键词[WOS] | DIGITAL SUBSCRIBER LINES ; VARIATIONAL-INEQUALITIES ; OPTIMIZATION PROBLEMS ; PSEUDOCONVEX OPTIMIZATION ; PROGRAMMING-PROBLEMS ; CONSTRAINTS ; SUBJECT |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000340319400008 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/3510]  |
| 专题 | 自动化研究所_复杂系统管理与控制国家重点实验室_先进机器人控制团队 |
| 作者单位 | 1. School of Electronics and Information Engineering, Southwest University, Chongqing 400715, China 2. State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China 3. Department of Mathematics, Texas A and M University at Qatar, P.O. Box 23874, Doha, Qatar 4. School of Electrical and Computer Engineering, RMIT University, Melbourne, VIC 3001, Australia |
| 推荐引用方式 GB/T 7714 | He, Xing ,Yu, Junzhi ,Huang, Tingwen ,et al. Neural network for solving Nash equilibrium problem in application of multiuser power control[J]. NEURAL NETWORKS,2014,57:73-78. |
| APA | He, Xing ,Yu, Junzhi ,Huang, Tingwen ,Li, Chuandong ,&Li, Chaojie .(2014).Neural network for solving Nash equilibrium problem in application of multiuser power control.NEURAL NETWORKS,57,73-78. |
| MLA | He, Xing ,et al."Neural network for solving Nash equilibrium problem in application of multiuser power control".NEURAL NETWORKS 57(2014):73-78. |
入库方式： OAI收割
来源：自动化研究所
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